Prescription analytics

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Prescription analytics is the practice of analyzing consumers' prescription drug histories in order to provide useful information for health insurers.

In the United States, two-thirds of health insurers use prescription history reports to help identify consumers who may prove expensive to insure, and to set prices or deny coverage. [1] The reports, created and sold by medical data brokers such as MedPoint and IntelliScript, cost about $15 each and include information going back five years covering drug names, dosage, fill dates, refills, pharmacy and physician information, and possible medical conditions. The reports also include a “risk score”, based on a health risk assessment, predicting what an individual might cost an insurer in the future, as well as listing medical conditions the person may be being treated for. [2]

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<span class="mw-page-title-main">Medicare (United States)</span> U.S. government health insurance for the old and disabled

Medicare is a government national health insurance program in the United States, begun in 1965 under the Social Security Administration (SSA) and now administered by the Centers for Medicare and Medicaid Services (CMS). It primarily provides health insurance for Americans aged 65 and older, but also for some younger people with disability status as determined by the SSA, including people with end stage renal disease and amyotrophic lateral sclerosis.

<span class="mw-page-title-main">Over-the-counter drug</span> Medication available without a prescription

Over-the-counter (OTC) drugs are medicines sold directly to a consumer without a requirement for a prescription from a healthcare professional, as opposed to prescription drugs, which may be supplied only to consumers possessing a valid prescription. In many countries, OTC drugs are selected by a regulatory agency to ensure that they contain ingredients that are safe and effective when used without a physician's care. OTC drugs are usually regulated according to their active pharmaceutical ingredient (API) rather than final products. By regulating APIs instead of specific drug formulations, governments allow manufacturers the freedom to formulate ingredients, or combinations of ingredients, into proprietary mixtures.

<span class="mw-page-title-main">Genetic testing</span> Medical test

Genetic testing, also known as DNA testing, is used to identify changes in DNA sequence or chromosome structure. Genetic testing can also include measuring the results of genetic changes, such as RNA analysis as an output of gene expression, or through biochemical analysis to measure specific protein output. In a medical setting, genetic testing can be used to diagnose or rule out suspected genetic disorders, predict risks for specific conditions, or gain information that can be used to customize medical treatments based on an individual's genetic makeup. Genetic testing can also be used to determine biological relatives, such as a child's biological parentage through DNA paternity testing, or be used to broadly predict an individual's ancestry. Genetic testing of plants and animals can be used for similar reasons as in humans, to gain information used for selective breeding, or for efforts to boost genetic diversity in endangered populations.

<span class="mw-page-title-main">Prescription drug</span> Medication legally requiring a medical prescription before it can be dispensed

A prescription drug is a pharmaceutical drug that is permitted to be dispensed only to those with a medical prescription. In contrast, over-the-counter drugs can be obtained without a prescription. The reason for this difference in substance control is the potential scope of misuse, from drug abuse to practicing medicine without a license and without sufficient education. Different jurisdictions have different definitions of what constitutes a prescription drug.

Health insurance or medical insurance is a type of insurance that covers the whole or a part of the risk of a person incurring medical expenses. As with other types of insurance, risk is shared among many individuals. By estimating the overall risk of health risk and health system expenses over the risk pool, an insurer can develop a routine finance structure, such as a monthly premium or payroll tax, to provide the money to pay for the health care benefits specified in the insurance agreement. The benefit is administered by a central organization, such as a government agency, private business, or not-for-profit entity.

Many countries have measures in place to limit advertising by pharmaceutical companies.

<span class="mw-page-title-main">Pharmacogenomics</span> Study of the role of the genome in drug response

Pharmacogenomics is the study of the role of the genome in drug response. Its name reflects its combining of pharmacology and genomics. Pharmacogenomics analyzes how the genetic makeup of a patient affects their response to drugs. It deals with the influence of acquired and inherited genetic variation on drug response, by correlating DNA mutations with pharmacokinetic, pharmacodynamic, and/or immunogenic endpoints.

<span class="mw-page-title-main">Medicare Part D</span> United States prescription drug benefit for the elderly and disabled

Medicare Part D, also called the Medicare prescription drug benefit, is an optional United States federal-government program to help Medicare beneficiaries pay for self-administered prescription drugs. Part D was enacted as part of the Medicare Modernization Act of 2003 and went into effect on January 1, 2006. Under the program, drug benefits are provided by private insurance plans that receive premiums from both enrollees and the government. Part D plans typically pay most of the cost for prescriptions filled by their enrollees. However, plans are later reimbursed for much of this cost through rebates paid by manufacturers and pharmacies.

Genetic discrimination occurs when people treat others differently because they have or are perceived to have a gene mutation(s) that causes or increases the risk of an inherited disorder. It may also refer to any and all discrimination based on the genotype of a person rather than their individual merits, including that related to race, although the latter would be more appropriately included under racial discrimination. Some legal scholars have argued for a more precise and broader definition of genetic discrimination: "Genetic discrimination should be defined as when an individual is subjected to negative treatment, not as a result of the individual's physical manifestation of disease or disability, but solely because of the individual's genetic composition." Genetic Discrimination is considered to have its foundations in genetic determinism and genetic essentialism, and is based on the concept of genism, i.e. distinctive human characteristics and capacities are determined by genes.

Medical underwriting is a health insurance term referring to the use of medical or health information in the evaluation of an applicant for coverage, typically for life or health insurance. As part of the underwriting process, an individual's health information may be used in making two decisions: whether to offer or deny coverage and what premium rate to set for the policy. The two most common methods of medical underwriting are known as moratorium underwriting, a relatively simple process, and full medical underwriting, a more indepth analysis of a client's health information. The use of medical underwriting may be restricted by law in certain insurance markets. If allowed, the criteria used should be objective, clearly related to the likely cost of providing coverage, practical to administer, consistent with applicable law, and designed to protect the long-term viability of the insurance system.

Direct-to-consumer advertising (DTCA) refers to the marketing and advertising of pharmaceutical products directly to consumers as patients, as opposed to specifically targeting health professionals. The term is synonymous primarily with the advertising of prescription medicines via mass media platforms—most commonly on television and in magazines, but also via online platforms.

In the United States, health insurance helps pay for medical expenses through privately purchased insurance, social insurance, or a social welfare program funded by the government. Synonyms for this usage include "health coverage", "health care coverage", and "health benefits". In a more technical sense, the term "health insurance" is used to describe any form of insurance providing protection against the costs of medical services. This usage includes both private insurance programs and social insurance programs such as Medicare, which pools resources and spreads the financial risk associated with major medical expenses across the entire population to protect everyone, as well as social welfare programs like Medicaid and the Children's Health Insurance Program, which both provide assistance to people who cannot afford health coverage.

Step therapy, also called step protocol or a fail first requirement, is a managed care approach to prescription. It is a type of prior authorization requirement that is intended to control the costs and risks posed by prescription drugs. The practice begins medication for a medical condition with the most cost-effective drug therapy and progresses to other more costly or risky therapies only if necessary.

Medication costs, also known as drug costs are a common health care cost for many people and health care systems. Prescription costs are the costs to the end consumer. Medication costs are influenced by multiple factors such as patents, stakeholder influence, and marketing expenses. A number of countries including Canada, parts of Europe, and Brazil use external reference pricing as a means to compare drug prices and to determine a base price for a particular medication. Other countries use pharmacoeconomics, which looks at the cost/benefit of a product in terms of quality of life, alternative treatments, and cost reduction or avoidance in other parts of the health care system. Structures like the UK's National Institute for Health and Clinical Excellence and to a lesser extent Canada's Common Drug Review evaluate products in this way.

Electronic prescription is the computer-based electronic generation, transmission, and filling of a medical prescription, taking the place of paper and faxed prescriptions. E-prescribing allows a physician, physician assistant, pharmacist, or nurse practitioner to use digital prescription software to electronically transmit a new prescription or renewal authorization to a community or mail-order pharmacy. It outlines the ability to send error-free, accurate, and understandable prescriptions electronically from the healthcare provider to the pharmacy. E-prescribing is meant to reduce the risks associated with traditional prescription script writing. It is also one of the major reasons for the push for electronic medical records. By sharing medical prescription information, e-prescribing seeks to connect the patient's team of healthcare providers to facilitate knowledgeable decision making.

<span class="mw-page-title-main">Drug coupon</span>

A drug coupon is a coupon intended to help consumers save money on pharmaceutical drugs. They are offered by drug companies or distributed to consumers via doctors and pharmacists, and most can be obtained online. There are drug coupons for drugs from many categories such as cholesterol, acne, migraine, allergies, etc.

Consumer Reports Best Buy Drugs is a United States public, grant-funded project of Consumer Reports Health that provides consumers unbiased information about prescription medicines. The project educates consumers on safe, effective, and low-cost alternatives to their prescription drugs. It aims to improve access to needed medicines for Americans who struggle to pay for their medications. Best Buy Drugs compares prescription drugs for common health conditions based on effectiveness, safety, and price, to help people talk to their doctors about the most effective and affordable medicines.

Healthcare in the United States is subject to far higher levels of spending than any other nation, measured both in per capita spending and as a percentage of GDP. Despite this, the country has significantly worse healthcare outcomes when compared to peer nations. The U.S. is the only developed nation without a system of universal healthcare, with a significant proportion of its population not carrying health insurance.

Specialty drugs or specialty pharmaceuticals are a recent designation of pharmaceuticals that are classified as high-cost, high complexity and/or high touch. Specialty drugs are often biologics—"drugs derived from living cells" that are injectable or infused. They are used to treat complex or rare chronic conditions such as cancer, rheumatoid arthritis, hemophilia, H.I.V. psoriasis, inflammatory bowel disease and hepatitis C. In 1990 there were 10 specialty drugs on the market, in the mid-1990s there were fewer than 30, by 2008 there were 200, and by 2015 there were 300. Drugs are often defined as specialty because their price is much higher than that of non-specialty drugs. Medicare defines any drug for which the negotiated price is $670 per month or more, as a specialty drug which is placed in a specialty tier that requires a higher patient cost sharing. Drugs are also identified as specialty when there is a special handling requirement or the drug is only available via a limited distributions network. By 2015 "specialty medications accounted for one-third of all spending on drugs in the United States, up from 19 percent in 2004 and heading toward 50 percent in the next 10 years", according to IMS Health, which tracks prescriptions. According to a 2010 article in Forbes, specialty drugs for rare diseases became more expensive "than anyone imagined" and their success came "at a time when the traditional drug business of selling medicines to the masses" was "in decline". In 2015 analysis by The Wall Street Journal suggested the large premium was due to the perceived value of rare disease treatments which usually are very expensive when compared to treatments for more common diseases.

<span class="mw-page-title-main">GoodRx</span> American healthcare company

GoodRx Holdings, Inc. is an American healthcare company that operates a telemedicine platform and a free-to-use website and mobile app that track prescription drug prices in the United States and provide drug coupons for discounts on medications. GoodRx checks more than 75,000 pharmacies in the United States. In 2017, the website got about fourteen million visitors a month. As of February 25, 2020, "millions of people" had downloaded the GoodRx app.

References

  1. Terhune, Chad (23 July 2008). "They Know What's in Your Medicine Cabinet". Business Week magazine. Retrieved 29 May 2011.[ dead link ]
  2. Nakashima, Ellen (4 August 2008). "Prescription Data Used To Assess Consumers". Washington Post. Retrieved 29 May 2011.